Multi-Agent LLM System for Digital Scam Protection

RAG & Semantic Search with custom Knowledge Bases

Helping Farmers Around the World. Sandworm restores and preserves agricultural ecosystems with AI.

Annotated Notebooks to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.

Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

Blockchain implementation in Python

Scientific Research Assistant built with LLMs, Retrieval Augmented Generation, and Semantic Search.

Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

Bootstrap a custom Cohere Connector to enhance Cohere's LLMs with dynamic, up-to-date data.

Streamlit Data Connector to NewsAPI. Available as a PyPi package.

Decentralized Supply Chain

Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.

Decentralized Application for Flight Insurance w/ Smart Contracts

Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.

LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.

Overview of Foundational AI, LLMs, GenAI

Semantic Search on Langchain Github Issues with Weaviate